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   "source": [
    "# Forbes Surfaces: Aspheres and Freeforms\n",
    "\n",
    "In modern optical design, **aspheric and freeform surfaces** are crucial for correcting aberrations, reducing system size, and improving performance. However, describing these complex shapes can be challenging. Traditional methods, like power-series polynomials, often lead to optimization difficulties and manufacturing sensitivities due to a lack of orthogonality.\n",
    "\n",
    "**Forbes surfaces**, developed by Dr. G.W. Forbes, offer a more robust and intuitive solution by using a basis of orthogonal polynomials. This tutorial will first present the general mathematical theory for a freeform surface and then demonstrate how the simpler, rotationally symmetric **Q-bfs** surface is a special case of this powerful framework.\n",
    "\n",
    "References: \n",
    "\n",
    "- [1] G. W. Forbes, “Manufacturability estimates for optical aspheres,” Opt. Express 19(10), 9923–9941 (2011)\n",
    "- [2] G. W. Forbes, \"Characterizing the shape of freeform optics,\" Opt. Express 20, 2483-2499 (2012)\n",
    "\n",
    "Note that the implementation of the Forbes surface in Optiland was adapted from the open-source package [prysm](https://github.com/brandondube/prysm/tree/master) to support Optiland's backend and other functionalities."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Part 1: The General Theory of Forbes Freeform Surfaces (Q-2D)\n",
    "\n",
    "The most general form of a Forbes surface can describe a freeform optic that lacks any rotational symmetry. The core innovation is the construction of a polynomial basis that is **orthogonal** with respect to the **gradient of the surface departure**, a physically meaningful metric for manufacturability and testing.\n",
    "\n",
    "#### The Fundamental Freeform Sag Equation\n",
    "\n",
    "From [2], **Eq. (2.2)**, the sag $z$ of a freeform optic is defined as a best-fit sphere plus a departure term, $\\mathfrak{\\delta}(u, \\theta)$, projected along the normal of that sphere:\n",
    "\n",
    "$$z(\\rho, \\theta) = \\frac{c \\rho^2}{1 + \\sqrt{1 - c^2 \\rho^2}} + \\frac{1}{\\sqrt{1 - c^2 \\rho^2}} \\mathfrak{\\delta}(u, \\theta)$$\n",
    "\n",
    "The departure term $\\mathfrak{\\delta}(u, \\theta)$, from **Eq. (3.1)** in [2], contains the full description of the surface's deviation from a sphere:\n",
    "\n",
    "$$\\mathfrak{\\delta}(u, \\theta) = \\underbrace{u^2(1-u^2)\\sum_{n=0}^{N} a_n^0 Q_n^0(u^2)}_{\\text{Rotationally Symmetric Part}} + \\underbrace{\\sum_{m=1}^{M} u^m \\sum_{n=0}^{N} [a_n^m \\cos(m\\theta) + b_n^m \\sin(m\\theta)] Q_n^m(u^2)}_{\\text{Non-Symmetric (Freeform) Part}}$$\n",
    "\n",
    "Here, the coefficients $a_n^m$ and $b_n^m$ control the amplitude of radial polynomials $Q_n^m(u^2)$ and azimuthal sinusoids, allowing for a complete and orthogonal description of the freeform shape."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Connection to `optiland` Code for Q-2D\n",
    "\n",
    "The `optiland` API for `ForbesQ2dGeometry` uses a single, expressive dictionary called `freeform_coeffs` to define the surface. This approach avoids the need for parallel lists and makes the code more readable and intuitive. The keys of the dictionary specify the polynomial term, and the values are the coefficients themselves.\n",
    "\n",
    "The following table breaks down the connection between the mathematical terms and the corresponding dictionary keys in the API:\n",
    "\n",
    "| Mathematical Term | Description | `optiland` Dictionary Key |\n",
    "|:------------------|:-----------------------------------------------------|:--------------------------|\n",
    "| $a_n^m$           | **Cosine Term**: A freeform component with azimuthal order $m$. | `(n, m)`                  |\n",
    "| $b_n^m$           | **Sine Term**: A freeform component with azimuthal order $m$.   | `(n, m, 'sin')`           |\n",
    "| $a_n^0$           | **Symmetric Term**: A rotationally symmetric component ($m=0$). | `(n, 0)`                  |\n",
    "\n",
    "#### Example Implementation\n",
    "\n",
    "To create a freeform surface with a symmetric term $a_4^0$, an astigmatic cosine term $a_2^2$, and a comatic sine term $b_3^1$, you would define the `freeform_coeffs` dictionary as follows:\n",
    "\n",
    "```python\n",
    "freeform_coeffs = {\n",
    "    (4, 0): -0.01,           # Represents a_4^0 (symmetric term)\n",
    "    (2, 2): 0.05,            # Represents a_2^2 (astigmatic cosine term)\n",
    "    (3, 1, 'sin'): 0.02,    # Represents b_3^1 (comatic sine term)\n",
    "}\n",
    "```\n",
    "\n",
    "which translate to an optical surface in Optiland results in:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1000x400 with 1 Axes>, <Axes: xlabel='Z [mm]', ylabel='Y [mm]'>)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import optiland.backend as be\n",
    "from optiland.optic import Optic\n",
    "\n",
    "# 1. Initialize the optical system\n",
    "optic = Optic(name=\"Forbes Q2D Singlet Example\")\n",
    "optic.set_aperture(aperture_type=\"EPD\", value=20.0)\n",
    "optic.add_wavelength(value=0.55, is_primary=True, unit=\"um\")\n",
    "optic.add_field(y=0.0)\n",
    "\n",
    "# 2. Define the Forbes surface parameters\n",
    "norm_radius = 10.0\n",
    "freeform_coeffs = {\n",
    "    (4, 0): -0.01,           # Represents a_4^0 (symmetric term)\n",
    "    (2, 2): 0.35,             # Represents a_2^2 (astigmatic cosine term)\n",
    "    (3, 1, 'sin'): 0.02,     # Represents b_3^1 (comatic sine term)\n",
    "}\n",
    "\n",
    "# 3. Add the surfaces\n",
    "optic.add_surface(index=0, thickness=be.inf)  # Object plane\n",
    "optic.add_surface(index=1, radius=100, thickness=5.0, material=\"N-BK7\", is_stop=True)\n",
    "optic.add_surface(\n",
    "    index=2,\n",
    "    surface_type=\"forbes_q2d\",\n",
    "    radius=-100,\n",
    "    conic=-0.8,\n",
    "    thickness=100.0,\n",
    "    material=\"air\",\n",
    "    freeform_coeffs=freeform_coeffs,\n",
    "    forbes_norm_radius=norm_radius,\n",
    "    aperture=20.0\n",
    ")\n",
    "optic.add_surface(index=3)  # Image plane\n",
    "\n",
    "optic.draw(num_rays=7)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "and we can visualize this surface's sag using Optilands built-in sag analyzer, via ``optic.plot_surface_sag()``"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "optic.plot_surface_sag(surface_index=2, max_extent=8.0, num_points_grid=51)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Part 2: Deriving the Rotationally Symmetric Q-bfs Surface\n",
    "\n",
    "We can derive the simpler, rotationally symmetric Q-bfs surface equation directly from the general freeform theory.\n",
    "\n",
    "A surface is rotationally symmetric if, and only if, its sag $z$ does not depend on the azimuthal angle $\\theta$. For this to be true, all terms in the departure equation $\\mathfrak{\\delta}(u, \\theta)$ that contain a $\\theta$ dependence must vanish. This occurs when all coefficients for the Non-Symmetric Part are zero:\n",
    "\n",
    "$$ a_n^m = 0 \\quad \\text{and} \\quad b_n^m = 0 \\quad \\forall \\ m \\ge 1 $$\n",
    "\n",
    "Applying this condition simplifies the general departure term to only its rotationally symmetric component:\n",
    "\n",
    "$$ \\mathfrak{\\delta}(u, \\theta) \\rightarrow \\mathfrak{\\delta}(u) = u^2(1-u^2)\\sum_{n=0}^{N} a_n^0 Q_n^0(u^2) $$\n",
    "\n",
    "Substituting this back into the general sag equation gives us the formula for a Q-bfs surface based on a sphere. Generalizing this to a conic base, as shown in [1], **Eq. (2.4)**, gives the final Q-bfs sag equation:\n",
    "\n",
    "$$ z_{\\text{total}} = \\underbrace{ \\frac{c\\rho^2}{1 + \\sqrt{1 - (1+k)c^2\\rho^2}} }_{z_{\\text{base}}} + \\underbrace{ \\frac{1}{\\sigma(\\rho)} \\left[ u^2(1-u^2) \\sum_{m=0}^{M} a_m Q_m(u^2) \\right] }_{\\text{Departure Term}} $$\n",
    "\n",
    "This is the fundamental equation for a Q-bfs surface, now understood as a special case of the broader freeform theory.\n",
    "\n",
    "#### Connection to `optiland` Code for Q-bfs\n",
    "\n",
    "The parameters in the `optiland.geometries.ForbesQbfsGeometry` class map directly to these variables:\n",
    "\n",
    "| Mathematical Symbol | `optiland` Parameter | Description |\n",
    "|:--------------------|:---------------------|:---------------------------------------------------------------|\n",
    "| $c$ (or $R$)        | `radius`             | The vertex radius of curvature of the base conic ($R=1/c$).      |\n",
    "| $k$                 | `conic`              | The conic constant of the base conic. |\n",
    "| $\\rho_{\\text{max}}$ | `forbes_norm_radius` | The normalization radius used to define $u = \\rho / \\rho_{\\text{max}}$. |\n",
    "| $a_n$               | `radial_terms`       | A dictionary mapping radial order `n` to coefficient `a_n`. |"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Implementation in `Optiland` \n",
    "\n",
    "The `ForbesQbfsGeometry` class makes it straightforward.\n",
    "\n",
    "##### Key Parameters\n",
    "\n",
    "When you create a `ForbesQbfsGeometry` surface, you'll use the following parameters, which map directly from the mathematics:\n",
    "\n",
    "* `radius`: The vertex radius of curvature, $R = 1/c$.\n",
    "* `conic`: The conic constant, $k$.\n",
    "* `forbes_norm_radius`: The normalization radius, $h$. This is typically set to the semi-aperture (or clear aperture) of the surface.\n",
    "* `radial_terms`: A dictionary where keys are the integer radial order `n` and values are the float coefficient values `a_n`. For example, `{0: 0.5, 1: 0.1}`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1000x400 with 1 Axes>, <Axes: xlabel='Z [mm]', ylabel='Y [mm]'>)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import optiland.backend as be\n",
    "from optiland.optic import Optic\n",
    "\n",
    "# 1. Initialize the optical system\n",
    "optic = Optic(name=\"Forbes Singlet Example\")\n",
    "optic.set_aperture(aperture_type=\"EPD\", value=20.0)\n",
    "optic.add_wavelength(value=0.55, is_primary=True, unit=\"um\")\n",
    "optic.add_field(y=0.0)\n",
    "\n",
    "# 2. Define the Forbes surface parameters\n",
    "norm_radius = 10.0\n",
    "radial_terms = {\n",
    "    0: 0.5,  # a0 coefficient\n",
    "    1: 0.1,  # a1 coefficient\n",
    "}\n",
    "\n",
    "# 3. Add the surfaces\n",
    "optic.add_surface(index=0, thickness=be.inf)  # Object plane\n",
    "optic.add_surface(index=1, radius=100, thickness=5.0, material=\"N-BK7\", is_stop=True)\n",
    "optic.add_surface(\n",
    "    index=2,\n",
    "    surface_type=\"forbes_qbfs\",\n",
    "    radius=100,\n",
    "    conic=-0.8,\n",
    "    thickness=5.0,\n",
    "    material=\"air\",\n",
    "    radial_terms=radial_terms,\n",
    "    forbes_norm_radius=norm_radius,\n",
    ")\n",
    "optic.add_surface(index=3)  # Image plane\n",
    "\n",
    "optic.draw(num_rays=7)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "optic.plot_surface_sag(surface_index=2, max_extent=8.0, num_points_grid=51)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".sci-1",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
